Duncan MacLennan
Melbourne,Australia
Summary
Adaptive and creative problem-solver transitioning from award-winning music production into Data Science and AI. Experienced in Python, ML, and computer vision projects through LeWagon and Holberton bootcamps. Proven ability to deliver results in fast-paced environments, with a strong entrepreneurial background and a passion for applying machine learning to real-world problems.
Overview
16
16
years of professional experience
Work History
Algorithmic Trading
Freelance Python Developer
Melbourne, Australia
11.2022 - Current
- Developed PyTorch trading scripts using Jesse framework.
- Applied PCA to identify technical indicators correlated with profitable trades.
Music Production Instructor
Ableton Online Courses
Melbourne, Australia
01.2016 - 01.2023
- Created and taught a 5-week online course in music production.
- Mentored students worldwide on digital audio workflows and creative production.
Multi-Platinum & ARIA Award-Winning Music Producer
Self-Employed
Melbourne, Australia
01.2010 - 01.2020
- Co-produced UK #1 single (400M+ Spotify streams).
- Achieved multiple platinum records across two productions.
- Built global career as international DJ/producer with tours across Europe, Asia, North & South America.
- Applied technical problem-solving in sound design, production workflows, and digital systems.
Founder
Chookie Records & Boss Level Publishing
Melbourne, Australia
01.2013 - 01.2015
- Founded and managed record label and publishing ventures.
- Signed and promoted artists, secured sync opportunities, and managed distribution.
Education
LeWagon Bootcamp - Data Science
LeWagon
Melbourne, VIC03.2025
Holberton School - Software Engineering
Holberton School
Melbourne, VIC03.2024
Skills
- Python
- C
- SQL
- Swift
- Lua
- Pandas
- NumPy
- Matplotlib
- Scikit-learn
- TensorFlow
- PyTorch
- Git
- Linux
- MacOS
- Windows
Websites
Projects
Freelance Python Developer, Algorithmic Trading, Melbourne, VIC, 11/01/22, Present, Developed PyTorch trading scripts using Jesse framework. Applied PCA to identify technical indicators correlated with profitable trades.
Timeline
Algorithmic Trading
Freelance Python Developer
11.2022 - Current
Music Production Instructor
Ableton Online Courses
01.2016 - 01.2023
Founder
Chookie Records & Boss Level Publishing
01.2013 - 01.2015
Multi-Platinum & ARIA Award-Winning Music Producer
Self-Employed
01.2010 - 01.2020
LeWagon Bootcamp - Data Science
LeWagon
Holberton School - Software Engineering
Holberton School